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μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure

Second Harmonic Generation (SHG) is a label-free imaging method used to monitor collagen organization in tissues. Due to its sensitivity to the incident polarization, it provides microstructural information otherwise unreachable by other intensity based imaging methods. We develop and test a Microsc...

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Autores principales: Radaelli, F., D’Alfonso, L., Collini, M., Mingozzi, F., Marongiu, L., Granucci, F., Zanoni, I., Chirico, G., Sironi, L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5727101/
https://www.ncbi.nlm.nih.gov/pubmed/29234132
http://dx.doi.org/10.1038/s41598-017-17726-y
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author Radaelli, F.
D’Alfonso, L.
Collini, M.
Mingozzi, F.
Marongiu, L.
Granucci, F.
Zanoni, I.
Chirico, G.
Sironi, L.
author_facet Radaelli, F.
D’Alfonso, L.
Collini, M.
Mingozzi, F.
Marongiu, L.
Granucci, F.
Zanoni, I.
Chirico, G.
Sironi, L.
author_sort Radaelli, F.
collection PubMed
description Second Harmonic Generation (SHG) is a label-free imaging method used to monitor collagen organization in tissues. Due to its sensitivity to the incident polarization, it provides microstructural information otherwise unreachable by other intensity based imaging methods. We develop and test a Microscopic Multiparametric Analysis by Phasor projection of Polarization-dependent SHG (μMAPPS) that maps the features of the collagen architecture in tissues at the micrometer scale. μMAPPS retrieves pixel-by-pixel the collagen fibrils anisotropy and orientation by operating directly on two coupled phasor spaces, avoiding direct fitting of the polarization dependent SHG signal. We apply μMAPPS to fixed tissue sections and to the study of the collagen microscopic organization in tumors ex-vivo and in-vivo. We develop a clustering algorithm to automatically group pixels with similar microstructural features. μMAPPS can perform fast analyses of tissues and opens to future applications for in-situ diagnosis of pathologies and diseases that could assist histo-pathological evaluation.
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spelling pubmed-57271012017-12-13 μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure Radaelli, F. D’Alfonso, L. Collini, M. Mingozzi, F. Marongiu, L. Granucci, F. Zanoni, I. Chirico, G. Sironi, L. Sci Rep Article Second Harmonic Generation (SHG) is a label-free imaging method used to monitor collagen organization in tissues. Due to its sensitivity to the incident polarization, it provides microstructural information otherwise unreachable by other intensity based imaging methods. We develop and test a Microscopic Multiparametric Analysis by Phasor projection of Polarization-dependent SHG (μMAPPS) that maps the features of the collagen architecture in tissues at the micrometer scale. μMAPPS retrieves pixel-by-pixel the collagen fibrils anisotropy and orientation by operating directly on two coupled phasor spaces, avoiding direct fitting of the polarization dependent SHG signal. We apply μMAPPS to fixed tissue sections and to the study of the collagen microscopic organization in tumors ex-vivo and in-vivo. We develop a clustering algorithm to automatically group pixels with similar microstructural features. μMAPPS can perform fast analyses of tissues and opens to future applications for in-situ diagnosis of pathologies and diseases that could assist histo-pathological evaluation. Nature Publishing Group UK 2017-12-12 /pmc/articles/PMC5727101/ /pubmed/29234132 http://dx.doi.org/10.1038/s41598-017-17726-y Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Radaelli, F.
D’Alfonso, L.
Collini, M.
Mingozzi, F.
Marongiu, L.
Granucci, F.
Zanoni, I.
Chirico, G.
Sironi, L.
μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure
title μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure
title_full μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure
title_fullStr μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure
title_full_unstemmed μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure
title_short μMAPPS: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure
title_sort μmapps: a novel phasor approach to second harmonic analysis for in vitro-in vivo investigation of collagen microstructure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5727101/
https://www.ncbi.nlm.nih.gov/pubmed/29234132
http://dx.doi.org/10.1038/s41598-017-17726-y
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